[HTML][HTML] Transition from oil & gas drilling fluids to geothermal drilling fluids
IR Collins, DC Floriano, I Paevskiy, J Wee… - Geoenergy Science and …, 2024 - Elsevier
The harsh downhole conditions encountered in geothermal wells, specifically the high
temperatures (HT) together with the toughness of the rock found in many geothermal …
temperatures (HT) together with the toughness of the rock found in many geothermal …
Real-time prediction of rate of penetration by combining attention-based gated recurrent unit network and fully connected neural networks
C Zhang, X Song, Y Su, G Li - Journal of Petroleum Science and …, 2022 - Elsevier
Data-driven models are widely used to predict rate of penetration. However, there are still
challenges on real-time predictions considering influences of formation properties and bit …
challenges on real-time predictions considering influences of formation properties and bit …
Efficiency evaluation of a percussive drill rig using rate-energy ratio based on rock drilling tests
Q Shen, Y Wang, R Cao, Y Liu - Journal of Petroleum Science and …, 2022 - Elsevier
The drilling efficiency of a percussive drill rig which is widely used in rock engineering
attracts great attention. The goal of a higher drilling rate and lower specific energy is …
attracts great attention. The goal of a higher drilling rate and lower specific energy is …
Modeling and prediction of temporal biogeomechanical properties using novel machine learning approach
In biogeomechanics, which describes the mechanical responses to microbial-rock
interactions and its succeeding alterations, there is complexity in the estimation and …
interactions and its succeeding alterations, there is complexity in the estimation and …
Real-time and multi-objective optimization of rate-of-penetration using machine learning methods
C Zhang, X Song, Z Liu, B Ma, Z Lv, Y Su, G Li… - Geoenergy Science and …, 2023 - Elsevier
Rate of penetration and mechanical specific energy are two widely used objectives when
optimizing the drilling process, yet a simultaneous optimization of both is still a challenge …
optimizing the drilling process, yet a simultaneous optimization of both is still a challenge …
Develo** GAN-boosted artificial neural networks to model the rate of drilling bit penetration
The goal of achieving a single model for estimating the rate of drilling bit penetration (ROP)
with high accuracy has been the subject of many efforts. Analytical methods and, later, data …
with high accuracy has been the subject of many efforts. Analytical methods and, later, data …
[HTML][HTML] A systematic review of machine learning modeling processes and applications in ROP prediction in the past decade
Q Li, JP Li, LL **e - Petroleum Science, 2024 - Elsevier
Fossil fuels are undoubtedly important, and drilling technology plays an important role in
realizing fossil fuel exploration; therefore, the prediction and evaluation of drilling efficiency …
realizing fossil fuel exploration; therefore, the prediction and evaluation of drilling efficiency …
Prediction of rate of penetration in directional drilling using data mining techniques
Rate of penetration (ROP) represents drilling speed and its productive time during drilling
operations in oil and gas wells. A predictive model that links ROP to its influential …
operations in oil and gas wells. A predictive model that links ROP to its influential …
Automated neural network optimization for data-driven predictive models: an application to ROP in drilling
The rate of penetration (ROP) holds significant importance in optimizing a drilling process.
ROP assists in alleviating concerns in critical scenarios where limited visibility over …
ROP assists in alleviating concerns in critical scenarios where limited visibility over …
A hybrid GBPSO algorithm for permeability estimation using particle size distribution and porosity
Particle size distribution measurements can be used for permeability estimation, and it is
widely accepted that there exhibits a certain degree of correlation between permeability and …
widely accepted that there exhibits a certain degree of correlation between permeability and …